python实现爬取千万淘宝商品的方法

yipeiwu_com5年前Python爬虫

本文实例讲述了python实现爬取千万淘宝商品的方法。分享给大家供大家参考。具体实现方法如下:

import time
import leveldb
from urllib.parse import quote_plus 
import re
import json
import itertools
import sys
import requests
from queue import Queue
from threading import Thread
URL_BASE = 'http://s.m.taobao.com/search?q={}&n=200&m=api4h5&style=list&page={}'
def url_get(url):
  # print('GET ' + url)
  header = dict()
  header['Accept'] = 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8'
  header['Accept-Encoding'] = 'gzip,deflate,sdch'
  header['Accept-Language'] = 'en-US,en;q=0.8'
  header['Connection'] = 'keep-alive'
  header['DNT'] = '1'
  #header['User-Agent'] = 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/28.0.1500.71 Safari/537.36'
  header['User-Agent'] = 'Mozilla/12.0 (compatible; MSIE 8.0; Windows NT)'
  return requests.get(url, timeout = 5, headers = header).text
def item_thread(cate_queue, db_cate, db_item):
  while True:
    try:
      cate = cate_queue.get()
      post_exist = True
      try:
        state = db_cate.Get(cate.encode('utf-8'))
        if state != b'OK': post_exist = False
      except:
        post_exist = False
      if post_exist == True:
        print('cate-{}: {} already exists ... Ignore'.format(cate, title))
        continue
      db_cate.Put(cate.encode('utf-8'), b'crawling')
      for item_page in itertools.count(1):
        url = URL_BASE.format(quote_plus(cate), item_page)
        for tr in range(5):
          try:
            items_obj = json.loads(url_get(url))
            break
          except KeyboardInterrupt:
            quit()
          except Exception as e:
            if tr == 4: raise e
        if len(items_obj['listItem']) == 0: break
        for item in items_obj['listItem']:
          item_obj = dict(
            _id = int(item['itemNumId']),
            name = item['name'],
            price = float(item['price']),
            query = cate,
            category = int(item['category']) if item['category'] != '' else 0,
            nick = item['nick'],
            area = item['area'])
          db_item.Put(str(item_obj['_id']).encode('utf-8'),
                json.dumps(item_obj, ensure_ascii = False).encode('utf-8'))
        print('Get {} items from {}: {}'.format(len(items_obj['listItem']), cate, item_page))
        if 'nav' in items_obj:
          for na in items_obj['nav']['navCatList']:
            try:
              db_cate.Get(na['name'].encode('utf-8'))
            except:
              db_cate.Put(na['name'].encode('utf-8'), b'waiting')
      db_cate.Put(cate.encode('utf-8'), b'OK')
      print(cate, 'OK')
    except KeyboardInterrupt:
      break
    except Exception as e:
      print('An {} exception occured'.format(e))
def cate_thread(cate_queue, db_cate):
  while True:
    try:
      for key, value in db_cate.RangeIter():
        if value != b'OK':
          print('CateThread: put {} into queue'.format(key.decode('utf-8')))
          cate_queue.put(key.decode('utf-8'))
      time.sleep(10)
    except KeyboardInterrupt:
      break
    except Exception as e:
      print('CateThread: {}'.format(e))
if __name__ == '__main__':
  db_cate = leveldb.LevelDB('./taobao-cate')
  db_item = leveldb.LevelDB('./taobao-item')
  orig_cate = '正装'
  try:
    db_cate.Get(orig_cate.encode('utf-8'))
  except:
    db_cate.Put(orig_cate.encode('utf-8'), b'waiting')
  cate_queue = Queue(maxsize = 1000)
  cate_th = Thread(target = cate_thread, args = (cate_queue, db_cate))
  cate_th.start()
  item_th = [Thread(target = item_thread, args = (cate_queue, db_cate, db_item)) for _ in range(5)]
  for item_t in item_th:
    item_t.start()
  cate_th.join()

希望本文所述对大家的Python程序设计有所帮助。

相关文章

Python实现抓取城市的PM2.5浓度和排名

Python实现抓取城市的PM2.5浓度和排名

主机环境:(Python2.7.9 / Win8_64 / bs4) 利用BeautifulSoup4来抓取 www.pm25.com 上的PM2.5数据,之所以抓取这个网站,是因为上面...

python selenium爬取斗鱼所有直播房间信息过程详解

还是分析一下大体的流程: 首先还是Chrome浏览器抓包分析元素,这是网址:https://www.douyu.com/directory/all 发现所有房间的信息都是保存在一个无...

Python爬取APP下载链接的实现方法

Python爬取APP下载链接的实现方法

首先是准备工作 Python 2.7.11:下载python Pycharm:下载Pycharm 其中python2和python3目前同步发行,我这里使用的是python2作为环境。P...

Python网络爬虫出现乱码问题的解决方法

关于爬虫乱码有很多各式各样的问题,这里不仅是中文乱码,编码转换、还包括一些如日文、韩文 、俄文、藏文之类的乱码处理,因为解决方式是一致的,故在此统一说明。 网络爬虫出现乱码的原因 源...

Python 爬虫之Beautiful Soup模块使用指南

爬取网页的流程一般如下: 选着要爬的网址(url) 使用 python 登录上这个网址(urlopen、requests 等) 读取网页信息(read() 出来) 将读...